News Nug
The URL shortener that makes your links look as suspicious as possible

Published: 2026-01-15 | Origin: Hacker News

The content promotes a URL shortener that intentionally creates links designed to appear suspicious rather than trustworthy, suggesting a playful or humorous take on link shortening.

Furiosa: 3.5x efficiency over H100s

Published: 2026-01-15 | Origin: Hacker News

FuriosaAI has launched the NXT RNGD Server, their first branded turnkey solution for AI inference, optimized for high performance in AI workloads. The server, built around RNGD accelerators, integrates easily into existing data centers and facilitates quicker deployment from experimentation to operational use. It comes with the Furiosa SDK and LLM runtime preinstalled, eliminating the need for additional setup. Key features include support for up to 8 RNGD accelerators, delivering 4 petaFLOPS

New Safari developer tools provide insight into CSS Grid Lanes

Published: 2026-01-15 | Origin: Hacker News

On January 14, 2026, Jen Simmons and Brandon Stewart announced that Safari Technology Preview 234 introduced support for masonry-style layouts in CSS through a feature called Grid Lanes. This enhancement to CSS Grid allows content to be arranged in either columns or rows exclusively, facilitating the packing of items with various aspect ratios without the need for artificial truncation. Grid Lanes ensures that content that appears earlier in the HTML remains grouped at the start of the container, while newly lazy-loaded items show up at

Ken Thompson rewrote his code in real-time. A federal court said he co-created MP3. So why has no one heard of James D. Johnston?

Published: 2026-01-14 | Origin: /r/programming

Of course! Please provide the content you'd like summarized, and I'll be happy to help.

Scaling long-running autonomous coding

Published: 2026-01-14 | Origin: Hacker News

The authors have been exploring the autonomy of coding agents to understand their capabilities in handling complex projects that usually require extensive human collaboration. They have tested this by running hundreds of agents on a single project, resulting in over a million lines of code written. While current agents perform well with focused tasks, they struggle with complex projects, leading to the idea of using multiple agents in parallel, which presents coordination challenges. Initially, they used a dynamic coordination approach where agents analyzed each other's activities to claim tasks through a shared

The State of OpenSSL for pyca/cryptography

Published: 2026-01-14 | Origin: Hacker News

In a recent publication dated January 14, 2026, Paul Kehrer and Alex Gaynor discuss their experiences over the past 12 years maintaining the Python cryptography library, which relies heavily on OpenSSL for core cryptographic algorithms. During a talk at the OpenSSL Conference, they expressed concerns about the problematic direction of OpenSSL’s development. The trajectory of OpenSSL has evolved in three stages: 1. **Pre-Heartbleed Era (pre-2014)**: Open

PR Review Guidelines: What I Look For in Code Reviews

Published: 2026-01-14 | Origin: /r/programming

The content is a personal checklist by Shubham Raizada for reviewing pull requests (PRs) based on insights gained from feedback, observed patterns, and lessons learned from production incidents. The checklist serves as a general guideline rather than strict rules, recognizing that thorough reviews may sometimes be sacrificed for proofs of concept or hotfixes. Raizada emphasizes the importance of idiomatic code that aligns with the conventions of the programming language in use, as this leads to more maintainable and efficient code. Using language

Claude Cowork exfiltrates files

Published: 2026-01-14 | Origin: Hacker News

The content discusses vulnerabilities in various AI systems, specifically focusing on data exfiltration risks through indirect prompt injection. Notable examples include Claude Cowork, which has unresolved isolation flaws allowing for file exfiltration. The vulnerability was identified prior to Cowork's launch by researcher Johann Rehberger, but remains unaddressed by Anthropic, the company behind Claude. The current design of Cowork, meant for general users, poses unique risks due to its agentic characteristics and internet connectivity. Anthropic

A good test of engineering team maturity is how well you can absorb junior talent

Published: 2026-01-14 | Origin: /r/programming

The article discusses the shift in the software development job market, which has transitioned from a shortage of developers to an oversupply of entry-level engineers who struggle to find jobs. This change is attributed to various factors, including the end of zero interest rates leading companies to optimize for cash and slow their hiring processes. While there is still a rising demand for senior talent, the need for junior developers has significantly decreased, despite overall industry growth. The article highlights a misunderstanding in the perception of software engineering, emphasizing

Show HN: Sparrow-1 – Audio-native model for human-level turn-taking without ASR

Published: 2026-01-14 | Origin: Hacker News

Sparrow-1 is an advanced multilingual audio model designed for real-time conversational flow and transfer. It aims to emulate human-like response timing by predicting when to listen, wait, or speak, rather than merely responding as quickly as possible. Traditional AI voice systems rely on detecting silence to determine when to respond, which can lead to awkward pauses or interruptions. In contrast, Sparrow-1 continuously models conversational timing, allowing it to react in alignment with human expectations for dialogue. This model incorporates insights from conversation

Ask HN: What did you find out or explore today?

Published: 2026-01-14 | Origin: Hacker News

The content describes a pet parrot preparing to lay an egg, detailing her behavior and changes during this time. The parrot is unusually hungry, happily eating various foods, and has created a cozy nest with her towel in her cage. Despite her condition, she remains active and playful, flying around throughout the day. The owner reflects humorously on the experience, likening it to waiting in a delivery ward. The following segments briefly touch on unrelated topics, including the complexities of output formatting for a

Zero-copy SIMD parsing to handle unaligned reads and lifetime complexity in binary protocols

Published: 2026-01-14 | Origin: /r/programming

Lunary is a high-performance ITCH parser developed by Lunyn, designed for low-latency and high-reliability trading applications. It enhances traditional market data infrastructure by optimizing parsing capabilities and supports features like adaptive batching, parallel processing, and SIMD. The parser effectively processes millions of messages even on scalar-only hardware. Feedback from users is valued, and all documentation regarding qualifiers can be found in the provided resources. The software is released under the AGPL (GNU Affero General Public License).

Ask HN: Share your personal website

Published: 2026-01-14 | Origin: Hacker News

The content is a request for assistance in growing a directory of personal websites. The author invites people to submit their personal websites, emphasizing that any well-received site with full design and content control is welcome, not limited to blogs. Users can submit links in the comments, and those who do not want their sites included should let the author know. The project is community-driven, and anyone interested in becoming a maintainer can express their interest. An update notes that processing submissions will take time, and contributions

Ruby 4.0.1 Released

Published: 2026-01-14 | Origin: /r/ruby

Recent updates in the Ruby programming language include the release of Ruby 4.0.1 on January 13, 2026, which addresses a bug related to `Kernel#sleep` and includes other bug fixes. The Ruby team plans to release updates bi-monthly, with Ruby 4.0.2 scheduled for March. The release cycle may adjust if significant user-impacting changes occur. Additionally, Ruby 3.2.10 was also released, and Ruby 4.0.

Ask HN: How are you doing RAG locally?

Published: 2026-01-14 | Origin: Hacker News

The content appears to inquire about different data management and retrieval technologies, specifically mentioning vector databases, semantic search, knowledge graphs, and hypergraphs. A link to a Python package for FAISS (Facebook AI Similarity Search) is provided, suggesting a resource for users interested in implementing or learning more about these technologies. The repeated "reply" indicates ongoing engagement or request for responses regarding these topics.

Pidgin Markup For Writing, or How Much Can HTML Sustain?

Published: 2026-01-14 | Origin: /r/programming

The author of the content expresses support for users who disable JavaScript, emphasizing that their website can function without it, using JavaScript solely for enhancement. They identify as an "HTML extremist" and challenge the notion that HTML is cumbersome to write, proposing their own simplified dialect called Pidgin HTML, which is tailored to their static site generator, ed(1). This setup doesn't require complex technologies and uses regex and shell scripts for easier writing. The author shares personal adaptations, like a custom syntax

I Love You, Redis, But I'm Leaving You for SolidQueue

Published: 2026-01-14 | Origin: /r/ruby

Simple Thread is making a donation to support Feed More this month. The latest release of the Ruby-based web application framework, Rails 8, has removed Redis from its standard stack, allowing developers to use new features—SolidQueue for job queuing, SolidCache for caching, and SolidCable for messaging—built entirely on existing relational database services like PostgreSQL, SQLite, or MySQL. This change suggests that traditional relational database technology can effectively replace Redis, which has been a widely used and reliable

The Unbearable Frustration of Figuring Out APIs

Published: 2026-01-14 | Origin: /r/programming

The content describes the author's experience in creating a command line translation tool in Swift as a hobby while learning Chinese. Initially, the author relied on a Chinese language institute for learning but found it cumbersome to use existing apps for translation. They sought to build a tool that would allow quick translations directly from the terminal. After exploring various translation APIs, which often required API tokens or credit card information, the author remembered macOS's built-in Translate feature and decided to integrate it instead. Although they initially attempted to

LLMs are a 400-year-long confidence trick

Published: 2026-01-14 | Origin: /r/programming

In 1623, Wilhelm Schickard designed the first mechanical calculator, followed by Blaise Pascal's improved version in 1643, aimed at easing the tedious arithmetic of tax collection. The ongoing interest in mechanical calculation reflects a long-standing desire to offload mental effort. The text also outlines the stages of a confidence scam, which involves pressuring the target (mark) into hasty decisions through emotional manipulation, either by offering enticing promises or inducing fear of negative outcomes. This mechanism mirrors the historical

Unpopular Opinion: SAGA Pattern is just a fancy name for Manual Transaction Management

Published: 2026-01-14 | Origin: /r/programming

The content introduces a self-paced online bootcamp focused on using Saga, API Composition, and CQRS patterns for designing multi-service operations. The course is offered at a discounted price of $95 (regularly $395) with a coupon valid until September 30, 2025. It discusses the Database per Service pattern, where each service has its own database. However, since some transactions span multiple services (e.g., ensuring a customer's order does not exceed a credit limit), a mechanism is needed